ML Systems Notes Machine Learning systems notes. Some ‘ML’ math at the start, hardware stuff in the middle, training/inference and optimizations at the back. LLMs TBD. Seven uses of Models …

This document will try to provide the reader with three things: 2) a high level understanding of how Artificial Intelligence/Machine Learning works, 2) predictions on how it will change software …

Hiring Mental Model [This is my mental model for hiring people into an established organization. TLDR: it’s about the courtship, how well the individuals career story fits with the opportunity, …

Managing Managers Notes [This is a bunch of bullet points on managing managers and teams, and that ended up being the foundation of a large set of ‘mental models’ I wrote. More on how to …

I was watching “The half of it” on Netflix over the weekend (a lighthearted comedy-drama written by an ex-Microsoft software engineer-turned-writer, Alice Wu) and a scene in the movie just …

You can download this notebook here Notebook - Future Cash Flow Notebook Grab the latest version of this notebook from https://github.com/9600dev/mmr/blob/master/notebooks/modeling_cash_flows.ipynb. …

Regularly writing down both what I’m thinking and how I think about things has been the highest impact career tool I’ve learned to date (it’s up there with learning Vim). It helps me …

You can download this notebook here Notebook - The Basics of Machine Learning Where going to do three things here: Show the simplest form of learning (no frameworks, just code), by learning the …